Overview

Dataset Statistics

Number of Variables 67
Number of Rows 49556
Missing Cells 82539
Missing Cells (%) 2.5%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 26.9 MB
Average Row Size in Memory 568.3 B
Variable Types
  • DateTime: 1
  • Numerical: 59
  • Categorical: 7

Dataset Insights

WEC: ava. Power and WEC: ava. Available P force majeure reasons have similar distributions Similar Distribution
WEC: ava. available P from wind and WEC: ava. available P technical reasons have similar distributions Similar Distribution
WEC: ava. available P from wind and WEC: ava. Available P force majeure reasons have similar distributions Similar Distribution
WEC: ava. available P from wind and WEC: ava. Available P force external reasons have similar distributions Similar Distribution
WEC: ava. available P technical reasons and WEC: ava. Available P force majeure reasons have similar distributions Similar Distribution
WEC: ava. available P technical reasons and WEC: ava. Available P force external reasons have similar distributions Similar Distribution
WEC: ava. Available P force majeure reasons and WEC: ava. Available P force external reasons have similar distributions Similar Distribution
Sys 1 inverter 1 cabinet temp. and Sys 1 inverter 3 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 1 cabinet temp. and Sys 1 inverter 4 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 2 cabinet temp. and Sys 1 inverter 3 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 2 cabinet temp. and Sys 1 inverter 4 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 2 cabinet temp. and Sys 1 inverter 6 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 2 cabinet temp. and Sys 1 inverter 7 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 2 cabinet temp. and Sys 2 inverter 3 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 3 cabinet temp. and Sys 1 inverter 4 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 3 cabinet temp. and Sys 1 inverter 6 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 3 cabinet temp. and Sys 1 inverter 7 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 3 cabinet temp. and Sys 2 inverter 4 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 4 cabinet temp. and Sys 1 inverter 6 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 4 cabinet temp. and Sys 1 inverter 7 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 4 cabinet temp. and Sys 2 inverter 4 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 5 cabinet temp. and Sys 2 inverter 1 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 5 cabinet temp. and Sys 2 inverter 2 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 5 cabinet temp. and Fan inverter cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 6 cabinet temp. and Sys 1 inverter 7 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 6 cabinet temp. and Sys 2 inverter 3 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 6 cabinet temp. and Sys 2 inverter 4 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 7 cabinet temp. and Sys 2 inverter 3 cabinet temp. have similar distributions Similar Distribution
Sys 1 inverter 7 cabinet temp. and Sys 2 inverter 4 cabinet temp. have similar distributions Similar Distribution
Sys 2 inverter 1 cabinet temp. and Sys 2 inverter 2 cabinet temp. have similar distributions Similar Distribution
Sys 2 inverter 1 cabinet temp. and Fan inverter cabinet temp. have similar distributions Similar Distribution
Sys 2 inverter 2 cabinet temp. and Fan inverter cabinet temp. have similar distributions Similar Distribution
Sys 2 inverter 3 cabinet temp. and Sys 2 inverter 4 cabinet temp. have similar distributions Similar Distribution
Pitch cabinet blade A temp. and Pitch cabinet blade B temp. have similar distributions Similar Distribution
Pitch cabinet blade A temp. and Pitch cabinet blade C temp. have similar distributions Similar Distribution
Rotor temp. 1 and Rotor temp. 2 have similar distributions Similar Distribution
Stator temp. 1 and Stator temp. 2 have similar distributions Similar Distribution
Nacelle ambient temp. 1 and Nacelle ambient temp. 2 have similar distributions Similar Distribution
Nacelle temp. and Main carrier temp. have similar distributions Similar Distribution
Fault has 49003 (98.88%) missing values Missing
Error has 524 (1.06%) missing values Missing
WEC: ava. windspeed has 524 (1.06%) missing values Missing
WEC: max. windspeed has 524 (1.06%) missing values Missing
WEC: min. windspeed has 524 (1.06%) missing values Missing
WEC: ava. Rotation has 524 (1.06%) missing values Missing
WEC: max. Rotation has 524 (1.06%) missing values Missing
WEC: min. Rotation has 524 (1.06%) missing values Missing
WEC: ava. Power has 524 (1.06%) missing values Missing
WEC: max. Power has 524 (1.06%) missing values Missing
WEC: min. Power has 524 (1.06%) missing values Missing
WEC: ava. Nacel position including cable twisting has 524 (1.06%) missing values Missing
WEC: Operating Hours has 524 (1.06%) missing values Missing
WEC: Production kWh has 524 (1.06%) missing values Missing
WEC: Production minutes has 524 (1.06%) missing values Missing
WEC: ava. reactive Power has 524 (1.06%) missing values Missing
WEC: max. reactive Power has 524 (1.06%) missing values Missing
WEC: min. reactive Power has 524 (1.06%) missing values Missing
WEC: ava. available P from wind has 524 (1.06%) missing values Missing
WEC: ava. available P technical reasons has 524 (1.06%) missing values Missing
WEC: ava. Available P force majeure reasons has 524 (1.06%) missing values Missing
WEC: ava. Available P force external reasons has 524 (1.06%) missing values Missing
WEC: ava. blade angle A has 524 (1.06%) missing values Missing
Sys 1 inverter 1 cabinet temp. has 524 (1.06%) missing values Missing
Sys 1 inverter 2 cabinet temp. has 524 (1.06%) missing values Missing
Sys 1 inverter 3 cabinet temp. has 524 (1.06%) missing values Missing
Sys 1 inverter 4 cabinet temp. has 524 (1.06%) missing values Missing
Sys 1 inverter 5 cabinet temp. has 524 (1.06%) missing values Missing
Sys 1 inverter 6 cabinet temp. has 524 (1.06%) missing values Missing
Sys 1 inverter 7 cabinet temp. has 524 (1.06%) missing values Missing
Sys 2 inverter 1 cabinet temp. has 524 (1.06%) missing values Missing
Sys 2 inverter 2 cabinet temp. has 524 (1.06%) missing values Missing
Sys 2 inverter 3 cabinet temp. has 524 (1.06%) missing values Missing
Sys 2 inverter 4 cabinet temp. has 524 (1.06%) missing values Missing
Sys 2 inverter 5 cabinet temp. has 524 (1.06%) missing values Missing
Sys 2 inverter 6 cabinet temp. has 524 (1.06%) missing values Missing
Sys 2 inverter 7 cabinet temp. has 524 (1.06%) missing values Missing
Spinner temp. has 524 (1.06%) missing values Missing
Front bearing temp. has 524 (1.06%) missing values Missing
Rear bearing temp. has 524 (1.06%) missing values Missing
Pitch cabinet blade A temp. has 524 (1.06%) missing values Missing
Pitch cabinet blade B temp. has 524 (1.06%) missing values Missing
Pitch cabinet blade C temp. has 524 (1.06%) missing values Missing
Blade A temp. has 524 (1.06%) missing values Missing
Blade B temp. has 524 (1.06%) missing values Missing
Blade C temp. has 524 (1.06%) missing values Missing
Rotor temp. 1 has 524 (1.06%) missing values Missing
Rotor temp. 2 has 524 (1.06%) missing values Missing
Stator temp. 1 has 524 (1.06%) missing values Missing
Stator temp. 2 has 524 (1.06%) missing values Missing
Nacelle ambient temp. 1 has 524 (1.06%) missing values Missing
Nacelle ambient temp. 2 has 524 (1.06%) missing values Missing
Nacelle temp. has 524 (1.06%) missing values Missing
Nacelle cabinet temp. has 524 (1.06%) missing values Missing
Main carrier temp. has 524 (1.06%) missing values Missing
Rectifier cabinet temp. has 524 (1.06%) missing values Missing
Yaw inverter cabinet temp. has 524 (1.06%) missing values Missing
Fan inverter cabinet temp. has 524 (1.06%) missing values Missing
Ambient temp. has 524 (1.06%) missing values Missing
Tower temp. has 524 (1.06%) missing values Missing
Control cabinet temp. has 524 (1.06%) missing values Missing
Transformer temp. has 524 (1.06%) missing values Missing
RTU: ava. Setpoint 1 has 524 (1.06%) missing values Missing
Inverter averages has 524 (1.06%) missing values Missing
Inverter std dev has 524 (1.06%) missing values Missing
Error is skewed Skewed
WEC: min. windspeed is skewed Skewed
WEC: ava. Rotation is skewed Skewed
WEC: min. Rotation is skewed Skewed
WEC: ava. Power is skewed Skewed
WEC: max. Power is skewed Skewed
WEC: min. Power is skewed Skewed
WEC: ava. Nacel position including cable twisting is skewed Skewed
WEC: Production minutes is skewed Skewed
WEC: ava. reactive Power is skewed Skewed
WEC: max. reactive Power is skewed Skewed
WEC: min. reactive Power is skewed Skewed
WEC: ava. available P from wind is skewed Skewed
WEC: ava. available P technical reasons is skewed Skewed
WEC: ava. Available P force majeure reasons is skewed Skewed
WEC: ava. Available P force external reasons is skewed Skewed
WEC: ava. blade angle A is skewed Skewed
Sys 1 inverter 2 cabinet temp. is skewed Skewed
Sys 1 inverter 5 cabinet temp. is skewed Skewed
Sys 2 inverter 1 cabinet temp. is skewed Skewed
Rotor temp. 1 is skewed Skewed
Rotor temp. 2 is skewed Skewed
Stator temp. 1 is skewed Skewed
Stator temp. 2 is skewed Skewed
RTU: ava. Setpoint 1 is skewed Skewed
Inverter std dev is skewed Skewed
Sys 2 inverter 6 cabinet temp. has constant value "0.0" Constant
Fault has constant length 2 Constant Length
Sys 2 inverter 6 cabinet temp. has constant length 3 Constant Length
WEC: ava. Nacel position including cable twisting has 27053 (54.59%) negatives Negatives
WEC: ava. reactive Power has 529 (1.07%) negatives Negatives
WEC: min. reactive Power has 1382 (2.79%) negatives Negatives
Error has 48732 (98.34%) zeros Zeros
WEC: ava. Rotation has 3442 (6.95%) zeros Zeros
WEC: min. Rotation has 5120 (10.33%) zeros Zeros
WEC: ava. Power has 6514 (13.14%) zeros Zeros
WEC: max. Power has 6140 (12.39%) zeros Zeros
WEC: min. Power has 8546 (17.25%) zeros Zeros
WEC: ava. reactive Power has 6112 (12.33%) zeros Zeros
WEC: max. reactive Power has 5974 (12.06%) zeros Zeros
WEC: min. reactive Power has 7314 (14.76%) zeros Zeros
WEC: ava. available P from wind has 2685 (5.42%) zeros Zeros
WEC: ava. available P technical reasons has 3683 (7.43%) zeros Zeros
WEC: ava. Available P force majeure reasons has 5355 (10.81%) zeros Zeros
WEC: ava. Available P force external reasons has 2685 (5.42%) zeros Zeros
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  • 5
  • 6
  • 7
  • 8
  • 9
  • 10
  • 11
  • 12
  • 13
  • 14
  • 15

Variables


DateTime

datetime

Distinct Count 49226.1674
Approximate Unique (%) 99.3%
Missing 0
Missing (%) 0.0%
Memory Size 792896
Minimum 2014-05-01 00:00:00
Maximum 2015-04-09 00:00:00

Time

numerical

Approximate Distinct Count 49021
Approximate Unique (%) 98.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 792896
Mean 1.4138e+09
Minimum 1.3989e+09
Maximum 1.4286e+09
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Time is skewed left (γ1 = -0.0047)

Quantile Statistics

Minimum 1.3989e+09
5-th Percentile 1.4004e+09
Q1 1.4064e+09
Median 1.4138e+09
Q3 1.4211e+09
95-th Percentile 1.4271e+09
Maximum 1.4286e+09
Range 2.9635e+07
IQR 1.4709e+07

Descriptive Statistics

Mean 1.4138e+09
Standard Deviation 8.5312e+06
Variance 7.2781e+13
Sum 7.0061e+13
Skewness -0.004731
Kurtosis -1.1948
Coefficient of Variation 0.006034
  • Time is not normally distributed (p-value 6.2010111448824705e-06)

Fault

categorical

Approximate Distinct Count 5
Approximate Unique (%) 0.9%
Missing 49003
Missing (%) 98.9%
Memory Size 37051

Length

Mean 2
Standard Deviation 0
Median 2
Minimum 2
Maximum 2

Sample

1st row GF
2nd row GF
3rd row GF
4th row GF
5th row GF

Letter

Count 1106
Lowercase Letter 0
Space Separator 0
Uppercase Letter 1106
Dash Punctuation 0
Decimal Number 0
  • Fault has words of constant length

Error

numerical

Approximate Distinct Count 12
Approximate Unique (%) 0.0%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 0.9387
Minimum 0
Maximum 246
Zeros 48732
Zeros (%) 98.3%
Negatives 0
Negatives (%) 0.0%
  • Error is skewed right (γ1 = 16.504)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0
Maximum 246
Range 246
IQR 0

Descriptive Statistics

Mean 0.9387
Standard Deviation 14.4414
Variance 208.5543
Sum 46024
Skewness 16.504
Kurtosis 275.205
Coefficient of Variation 15.3853
  • Error is not normally distributed (p-value 4.22928794380459e-25)

WEC: ava. windspeed

numerical

Approximate Distinct Count 254
Approximate Unique (%) 0.5%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 6.8753
Minimum 0
Maximum 32.1
Zeros 195
Zeros (%) 0.4%
Negatives 0
Negatives (%) 0.0%
  • WEC: ava. windspeed is skewed right (γ1 = 0.8212)

Quantile Statistics

Minimum 0
5-th Percentile 1.9
Q1 4.2
Median 6.5
Q3 8.9
95-th Percentile 13.8
Maximum 32.1
Range 32.1
IQR 4.7

Descriptive Statistics

Mean 6.8753
Standard Deviation 3.6953
Variance 13.6553
Sum 337111.1001
Skewness 0.8212
Kurtosis 1.0535
Coefficient of Variation 0.5375
  • WEC: ava. windspeed has 1057 outliers

WEC: max. windspeed

numerical

Approximate Distinct Count 360
Approximate Unique (%) 0.7%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 9.3413
Minimum 0
Maximum 51.1
Zeros 222
Zeros (%) 0.4%
Negatives 0
Negatives (%) 0.0%
  • WEC: max. windspeed is skewed right (γ1 = 1.1109)

Quantile Statistics

Minimum 0
5-th Percentile 2.655
Q1 5.8
Median 8.6
Q3 11.7
95-th Percentile 19.6
Maximum 51.1
Range 51.1
IQR 5.9

Descriptive Statistics

Mean 9.3413
Standard Deviation 5.1582
Variance 26.6073
Sum 458021.4001
Skewness 1.1109
Kurtosis 1.8269
Coefficient of Variation 0.5522
  • WEC: max. windspeed is not normally distributed (p-value 0.00017471862712881863)
  • WEC: max. windspeed has 1919 outliers

WEC: min. windspeed

numerical

Approximate Distinct Count 177
Approximate Unique (%) 0.4%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 12.2438
Minimum 0
Maximum 6553.5
Zeros 1403
Zeros (%) 2.8%
Negatives 0
Negatives (%) 0.0%
  • WEC: min. windspeed is skewed right (γ1 = 29.272)

Quantile Statistics

Minimum 0
5-th Percentile 0.8
Q1 2.6
Median 4.4
Q3 6.3
95-th Percentile 9.5
Maximum 6553.5
Range 6553.5
IQR 3.7

Descriptive Statistics

Mean 12.2438
Standard Deviation 223.1755
Variance 49807.2984
Sum 600339.3999
Skewness 29.272
Kurtosis 854.969
Coefficient of Variation 18.2276
  • WEC: min. windspeed is not normally distributed (p-value 4.226830430142008e-25)
  • WEC: min. windspeed has 488 outliers

WEC: ava. Rotation

numerical

Approximate Distinct Count 1413
Approximate Unique (%) 2.9%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 8.679
Minimum 0
Maximum 14.73
Zeros 3442
Zeros (%) 6.9%
Negatives 0
Negatives (%) 0.0%
  • WEC: ava. Rotation is skewed left (γ1 = -0.5536)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 6.33
Median 8.97
Q3 11.92
95-th Percentile 14.31
Maximum 14.73
Range 14.73
IQR 5.59

Descriptive Statistics

Mean 8.679
Standard Deviation 4.1435
Variance 17.1688
Sum 425548.3596
Skewness -0.5536
Kurtosis -0.3309
Coefficient of Variation 0.4774
  • WEC: ava. Rotation is not normally distributed (p-value 2.4760060078087727e-09)

WEC: max. Rotation

numerical

Approximate Distinct Count 1548
Approximate Unique (%) 3.2%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 9.5479
Minimum 0
Maximum 18.91
Zeros 1736
Zeros (%) 3.5%
Negatives 0
Negatives (%) 0.0%
  • WEC: max. Rotation is skewed left (γ1 = -0.6126)

Quantile Statistics

Minimum 0
5-th Percentile 0.04
Q1 6.74
Median 10.06
Q3 13.55
95-th Percentile 15.28
Maximum 18.91
Range 18.91
IQR 6.81

Descriptive Statistics

Mean 9.5479
Standard Deviation 4.4823
Variance 20.0909
Sum 468152.4
Skewness -0.6126
Kurtosis -0.3851
Coefficient of Variation 0.4695
  • WEC: max. Rotation is not normally distributed (p-value 0.00014122927625636347)

WEC: min. Rotation

numerical

Approximate Distinct Count 1361
Approximate Unique (%) 2.8%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 8.5153
Minimum 0
Maximum 655.35
Zeros 5120
Zeros (%) 10.3%
Negatives 0
Negatives (%) 0.0%
  • WEC: min. Rotation is skewed right (γ1 = 28.0121)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 5.88
Median 7.85
Q3 10.39
95-th Percentile 13.63
Maximum 655.35
Range 655.35
IQR 4.51

Descriptive Statistics

Mean 8.5153
Standard Deviation 22.3935
Variance 501.4667
Sum 417520.0686
Skewness 28.0121
Kurtosis 806.2889
Coefficient of Variation 2.6298
  • WEC: min. Rotation is not normally distributed (p-value 8.0787650366952975e-25)
  • WEC: min. Rotation has 57 outliers

WEC: ava. Power

numerical

Approximate Distinct Count 3067
Approximate Unique (%) 6.3%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 942.4476
Minimum 0
Maximum 3071
Zeros 6514
Zeros (%) 13.1%
Negatives 0
Negatives (%) 0.0%
  • WEC: ava. Power is skewed right (γ1 = 0.9358)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 87
Median 536
Q3 1552
95-th Percentile 3056
Maximum 3071
Range 3071
IQR 1465

Descriptive Statistics

Mean 942.4476
Standard Deviation 1009.0553
Variance 1.0182e+06
Sum 4.621e+07
Skewness 0.9358
Kurtosis -0.4777
Coefficient of Variation 1.0707
  • WEC: ava. Power is not normally distributed (p-value 2.7329168718783952e-21)

WEC: max. Power

numerical

Approximate Distinct Count 3189
Approximate Unique (%) 6.5%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 1214.2122
Minimum 0
Maximum 3216
Zeros 6140
Zeros (%) 12.4%
Negatives 0
Negatives (%) 0.0%
  • WEC: max. Power is skewed right (γ1 = 0.582)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 138
Median 802
Q3 2326
95-th Percentile 3144
Maximum 3216
Range 3216
IQR 2188

Descriptive Statistics

Mean 1214.2122
Standard Deviation 1168.9619
Variance 1.3665e+06
Sum 5.9535e+07
Skewness 0.582
Kurtosis -1.2108
Coefficient of Variation 0.9627
  • WEC: max. Power is not normally distributed (p-value 2.7113342804279326e-18)

WEC: min. Power

numerical

Approximate Distinct Count 2983
Approximate Unique (%) 6.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 651.7974
Minimum 0
Maximum 3028
Zeros 8546
Zeros (%) 17.2%
Negatives 0
Negatives (%) 0.0%
  • WEC: min. Power is skewed right (γ1 = 1.4977)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 36
Median 315
Q3 932
95-th Percentile 2687
Maximum 3028
Range 3028
IQR 896

Descriptive Statistics

Mean 651.7974
Standard Deviation 818.0201
Variance 669156.8513
Sum 3.1959e+07
Skewness 1.4977
Kurtosis 1.295
Coefficient of Variation 1.255
  • WEC: min. Power is not normally distributed (p-value 4.073301766025874e-22)
  • WEC: min. Power has 3910 outliers

WEC: ava. Nacel position including cable twisting

numerical

Approximate Distinct Count 1495
Approximate Unique (%) 3.0%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 25.5701
Minimum -892
Maximum 1080
Zeros 393
Zeros (%) 0.8%
Negatives 27053
Negatives (%) 54.6%
  • WEC: ava. Nacel position including cable twisting is skewed right (γ1 = 0.274)

Quantile Statistics

Minimum -892
5-th Percentile -433
Q1 -131
Median -33
Q3 231
95-th Percentile 602
Maximum 1080
Range 1972
IQR 362

Descriptive Statistics

Mean 25.5701
Standard Deviation 293.6938
Variance 86256.0624
Sum 1.2538e+06
Skewness 0.274
Kurtosis -0.1608
Coefficient of Variation 11.4858
  • WEC: ava. Nacel position including cable twisting is not normally distributed (p-value 5.3348322853283245e-09)
  • WEC: ava. Nacel position including cable twisting has 178 outliers

WEC: Operating Hours

numerical

Approximate Distinct Count 7005
Approximate Unique (%) 14.3%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 4214.5784
Minimum 0
Maximum 7884
Zeros 187
Zeros (%) 0.4%
Negatives 0
Negatives (%) 0.0%
  • WEC: Operating Hours is skewed right (γ1 = 0.0111)

Quantile Statistics

Minimum 0
5-th Percentile 912
Q1 2360
Median 4179
Q3 6007.25
95-th Percentile 7515
Maximum 7884
Range 7884
IQR 3647.25

Descriptive Statistics

Mean 4214.5784
Standard Deviation 2113.4158
Variance 4.4665e+06
Sum 2.0665e+08
Skewness 0.0111
Kurtosis -1.2034
Coefficient of Variation 0.5015
  • WEC: Operating Hours is not normally distributed (p-value 0.0009726136983205327)

WEC: Production kWh

numerical

Approximate Distinct Count 41753
Approximate Unique (%) 85.2%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 4.0231e+06
Minimum 0
Maximum 8.5798e+06
Zeros 187
Zeros (%) 0.4%
Negatives 0
Negatives (%) 0.0%
  • WEC: Production kWh is skewed right (γ1 = 0.3875)

Quantile Statistics

Minimum 0
5-th Percentile 943961.55
Q1 1.8645e+06
Median 3.3851e+06
Q3 6.0989e+06
95-th Percentile 8.061e+06
Maximum 8.5798e+06
Range 8.5798e+06
IQR 4.2344e+06

Descriptive Statistics

Mean 4.0231e+06
Standard Deviation 2.3642e+06
Variance 5.5893e+12
Sum 1.9726e+11
Skewness 0.3875
Kurtosis -1.1583
Coefficient of Variation 0.5876
  • WEC: Production kWh is not normally distributed (p-value 0.0005559323331571197)

WEC: Production minutes

numerical

Approximate Distinct Count 60
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 28.8263
Minimum 0
Maximum 59
Zeros 1182
Zeros (%) 2.4%
Negatives 0
Negatives (%) 0.0%
  • WEC: Production minutes is skewed right (γ1 = 0.0433)

Quantile Statistics

Minimum 0
5-th Percentile 2
Q1 12
Median 29
Q3 44
95-th Percentile 57
Maximum 59
Range 59
IQR 32

Descriptive Statistics

Mean 28.8263
Standard Deviation 17.893
Variance 320.1606
Sum 1.4134e+06
Skewness 0.04333
Kurtosis -1.2687
Coefficient of Variation 0.6207
  • WEC: Production minutes is not normally distributed (p-value 5.4607256093704354e-12)

WEC: ava. reactive Power

numerical

Approximate Distinct Count 351
Approximate Unique (%) 0.7%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 81.7035
Minimum -8
Maximum 425
Zeros 6112
Zeros (%) 12.3%
Negatives 529
Negatives (%) 1.1%
  • WEC: ava. reactive Power is skewed right (γ1 = 1.3385)

Quantile Statistics

Minimum -8
5-th Percentile 0
Q1 29
Median 48
Q3 107
95-th Percentile 284
Maximum 425
Range 433
IQR 78

Descriptive Statistics

Mean 81.7035
Standard Deviation 84.2209
Variance 7093.1541
Sum 4.0061e+06
Skewness 1.3385
Kurtosis 0.7142
Coefficient of Variation 1.0308
  • WEC: ava. reactive Power is not normally distributed (p-value 1.1019285604549963e-11)
  • WEC: ava. reactive Power has 5175 outliers

WEC: max. reactive Power

numerical

Approximate Distinct Count 538
Approximate Unique (%) 1.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 102.8024
Minimum -6
Maximum 1145
Zeros 5974
Zeros (%) 12.1%
Negatives 140
Negatives (%) 0.3%
  • WEC: max. reactive Power is skewed right (γ1 = 2.7539)

Quantile Statistics

Minimum -6
5-th Percentile 0
Q1 36
Median 57
Q3 154
95-th Percentile 297
Maximum 1145
Range 1151
IQR 118

Descriptive Statistics

Mean 102.8024
Standard Deviation 112.0829
Variance 12562.5792
Sum 5.0406e+06
Skewness 2.7539
Kurtosis 16.0406
Coefficient of Variation 1.0903
  • WEC: max. reactive Power is not normally distributed (p-value 5.2231635120090075e-15)
  • WEC: max. reactive Power has 299 outliers

WEC: min. reactive Power

numerical

Approximate Distinct Count 361
Approximate Unique (%) 0.7%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 64.0255
Minimum -168
Maximum 390
Zeros 7314
Zeros (%) 14.8%
Negatives 1382
Negatives (%) 2.8%
  • WEC: min. reactive Power is skewed right (γ1 = 1.7476)

Quantile Statistics

Minimum -168
5-th Percentile 0
Q1 19
Median 42
Q3 77
95-th Percentile 248
Maximum 390
Range 558
IQR 58

Descriptive Statistics

Mean 64.0255
Standard Deviation 71.2921
Variance 5082.5674
Sum 3.1393e+06
Skewness 1.7476
Kurtosis 2.5696
Coefficient of Variation 1.1135
  • WEC: min. reactive Power is not normally distributed (p-value 5.372452929451014e-13)
  • WEC: min. reactive Power has 5014 outliers

WEC: ava. available P from wind

numerical

Approximate Distinct Count 3067
Approximate Unique (%) 6.3%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 1042.6801
Minimum 0
Maximum 65535
Zeros 2685
Zeros (%) 5.4%
Negatives 0
Negatives (%) 0.0%
  • WEC: ava. available P from wind is skewed right (γ1 = 15.7148)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 168
Median 656
Q3 1706
95-th Percentile 3060
Maximum 65535
Range 65535
IQR 1538

Descriptive Statistics

Mean 1042.6801
Standard Deviation 1215.8303
Variance 1.4782e+06
Sum 5.1125e+07
Skewness 15.7148
Kurtosis 805.4987
Coefficient of Variation 1.1661
  • WEC: ava. available P from wind is not normally distributed (p-value 5.531588660841672e-23)
  • WEC: ava. available P from wind has 5 outliers

WEC: ava. available P technical reasons

numerical

Approximate Distinct Count 3065
Approximate Unique (%) 6.3%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 1017.8128
Minimum 0
Maximum 65535
Zeros 3683
Zeros (%) 7.4%
Negatives 0
Negatives (%) 0.0%
  • WEC: ava. available P technical reasons is skewed right (γ1 = 15.9751)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 145
Median 630
Q3 1678
95-th Percentile 3060
Maximum 65535
Range 65535
IQR 1533

Descriptive Statistics

Mean 1017.8128
Standard Deviation 1209.5546
Variance 1.463e+06
Sum 4.9905e+07
Skewness 15.9751
Kurtosis 823.6619
Coefficient of Variation 1.1884
  • WEC: ava. available P technical reasons is not normally distributed (p-value 4.6773409341188107e-23)
  • WEC: ava. available P technical reasons has 5 outliers

WEC: ava. Available P force majeure reasons

numerical

Approximate Distinct Count 3063
Approximate Unique (%) 6.2%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 977.1616
Minimum 0
Maximum 65535
Zeros 5355
Zeros (%) 10.8%
Negatives 0
Negatives (%) 0.0%
  • WEC: ava. Available P force majeure reasons is skewed right (γ1 = 15.9311)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 110
Median 564
Q3 1581
95-th Percentile 3060
Maximum 65535
Range 65535
IQR 1471

Descriptive Statistics

Mean 977.1616
Standard Deviation 1212.6069
Variance 1.4704e+06
Sum 4.7912e+07
Skewness 15.9311
Kurtosis 817.5094
Coefficient of Variation 1.2409
  • WEC: ava. Available P force majeure reasons is not normally distributed (p-value 2.498381975794258e-23)
  • WEC: ava. Available P force majeure reasons has 5 outliers

WEC: ava. Available P force external reasons

numerical

Approximate Distinct Count 3065
Approximate Unique (%) 6.3%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 1036.9449
Minimum 0
Maximum 65535
Zeros 2685
Zeros (%) 5.4%
Negatives 0
Negatives (%) 0.0%
  • WEC: ava. Available P force external reasons is skewed right (γ1 = 15.9777)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 168
Median 656
Q3 1700.25
95-th Percentile 3060
Maximum 65535
Range 65535
IQR 1532.25

Descriptive Statistics

Mean 1036.9449
Standard Deviation 1208.9177
Variance 1.4615e+06
Sum 5.0843e+07
Skewness 15.9777
Kurtosis 824.4126
Coefficient of Variation 1.1658
  • WEC: ava. Available P force external reasons is not normally distributed (p-value 5.678593000601773e-23)
  • WEC: ava. Available P force external reasons has 5 outliers

WEC: ava. blade angle A

numerical

Approximate Distinct Count 2390
Approximate Unique (%) 4.9%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 10.262
Minimum 0
Maximum 327.67
Zeros 165
Zeros (%) 0.3%
Negatives 0
Negatives (%) 0.0%
  • WEC: ava. blade angle A is skewed right (γ1 = 2.8529)

Quantile Statistics

Minimum 0
5-th Percentile 1
Q1 1
Median 1
Q3 1.04
95-th Percentile 91.93
Maximum 327.67
Range 327.67
IQR 0.04

Descriptive Statistics

Mean 10.262
Standard Deviation 25.0137
Variance 625.6872
Sum 503166.021
Skewness 2.8529
Kurtosis 8.1106
Coefficient of Variation 2.4375
  • WEC: ava. blade angle A is not normally distributed (p-value 7.51385686551143e-25)
  • WEC: ava. blade angle A has 12162 outliers

Sys 1 inverter 1 cabinet temp.

numerical

Approximate Distinct Count 41
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 26.6347
Minimum -14
Maximum 42
Zeros 168
Zeros (%) 0.3%
Negatives 247
Negatives (%) 0.5%
  • Sys 1 inverter 1 cabinet temp. is skewed left (γ1 = -1.5928)

Quantile Statistics

Minimum -14
5-th Percentile 17
Q1 23
Median 27
Q3 31
95-th Percentile 35
Maximum 42
Range 56
IQR 8

Descriptive Statistics

Mean 26.6347
Standard Deviation 6.3621
Variance 40.4758
Sum 1.306e+06
Skewness -1.5928
Kurtosis 7.8943
Coefficient of Variation 0.2389
  • Sys 1 inverter 1 cabinet temp. is not normally distributed (p-value 0.00021757328958746193)
  • Sys 1 inverter 1 cabinet temp. has 428 outliers

Sys 1 inverter 2 cabinet temp.

numerical

Approximate Distinct Count 46
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 27.7047
Minimum -14
Maximum 45
Zeros 166
Zeros (%) 0.3%
Negatives 253
Negatives (%) 0.5%
  • Sys 1 inverter 2 cabinet temp. is skewed left (γ1 = -1.8544)

Quantile Statistics

Minimum -14
5-th Percentile 19
Q1 24
Median 28
Q3 32
95-th Percentile 36
Maximum 45
Range 59
IQR 8

Descriptive Statistics

Mean 27.7047
Standard Deviation 6.2207
Variance 38.697
Sum 1.3584e+06
Skewness -1.8544
Kurtosis 10.008
Coefficient of Variation 0.2245
  • Sys 1 inverter 2 cabinet temp. is not normally distributed (p-value 8.178611796313283e-08)
  • Sys 1 inverter 2 cabinet temp. has 437 outliers

Sys 1 inverter 3 cabinet temp.

numerical

Approximate Distinct Count 45
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 27.2804
Minimum -14
Maximum 43
Zeros 165
Zeros (%) 0.3%
Negatives 161
Negatives (%) 0.3%
  • Sys 1 inverter 3 cabinet temp. is skewed left (γ1 = -1.5287)

Quantile Statistics

Minimum -14
5-th Percentile 19
Q1 24
Median 27
Q3 31
95-th Percentile 35
Maximum 43
Range 57
IQR 7

Descriptive Statistics

Mean 27.2804
Standard Deviation 5.8117
Variance 33.7761
Sum 1.3376e+06
Skewness -1.5287
Kurtosis 8.4802
Coefficient of Variation 0.213
  • Sys 1 inverter 3 cabinet temp. is not normally distributed (p-value 7.123552066524575e-07)
  • Sys 1 inverter 3 cabinet temp. has 452 outliers

Sys 1 inverter 4 cabinet temp.

numerical

Approximate Distinct Count 42
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 27.3622
Minimum -14
Maximum 41
Zeros 166
Zeros (%) 0.3%
Negatives 164
Negatives (%) 0.3%
  • Sys 1 inverter 4 cabinet temp. is skewed left (γ1 = -1.6015)

Quantile Statistics

Minimum -14
5-th Percentile 19
Q1 24
Median 28
Q3 32
95-th Percentile 35
Maximum 41
Range 55
IQR 8

Descriptive Statistics

Mean 27.3622
Standard Deviation 5.7855
Variance 33.4716
Sum 1.3416e+06
Skewness -1.6015
Kurtosis 8.7008
Coefficient of Variation 0.2114
  • Sys 1 inverter 4 cabinet temp. is not normally distributed (p-value 4.5937742690126035e-06)
  • Sys 1 inverter 4 cabinet temp. has 348 outliers

Sys 1 inverter 5 cabinet temp.

numerical

Approximate Distinct Count 44
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 28.6555
Minimum -14
Maximum 45
Zeros 165
Zeros (%) 0.3%
Negatives 276
Negatives (%) 0.6%
  • Sys 1 inverter 5 cabinet temp. is skewed left (γ1 = -2.1246)

Quantile Statistics

Minimum -14
5-th Percentile 20
Q1 25
Median 29
Q3 33
95-th Percentile 36
Maximum 45
Range 59
IQR 8

Descriptive Statistics

Mean 28.6555
Standard Deviation 6.2242
Variance 38.7404
Sum 1.405e+06
Skewness -2.1246
Kurtosis 11.895
Coefficient of Variation 0.2172
  • Sys 1 inverter 5 cabinet temp. is not normally distributed (p-value 1.577768162702653e-07)
  • Sys 1 inverter 5 cabinet temp. has 451 outliers

Sys 1 inverter 6 cabinet temp.

numerical

Approximate Distinct Count 42
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 27.5513
Minimum -14
Maximum 41
Zeros 167
Zeros (%) 0.3%
Negatives 276
Negatives (%) 0.6%
  • Sys 1 inverter 6 cabinet temp. is skewed left (γ1 = -2.0259)

Quantile Statistics

Minimum -14
5-th Percentile 19
Q1 24
Median 28
Q3 32
95-th Percentile 36
Maximum 41
Range 55
IQR 8

Descriptive Statistics

Mean 27.5513
Standard Deviation 6.1126
Variance 37.3635
Sum 1.3509e+06
Skewness -2.0259
Kurtosis 11.3955
Coefficient of Variation 0.2219
  • Sys 1 inverter 6 cabinet temp. is not normally distributed (p-value 8.565580685328623e-06)
  • Sys 1 inverter 6 cabinet temp. has 454 outliers

Sys 1 inverter 7 cabinet temp.

numerical

Approximate Distinct Count 42
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 27.6517
Minimum -14
Maximum 41
Zeros 165
Zeros (%) 0.3%
Negatives 162
Negatives (%) 0.3%
  • Sys 1 inverter 7 cabinet temp. is skewed left (γ1 = -1.64)

Quantile Statistics

Minimum -14
5-th Percentile 19
Q1 24
Median 28
Q3 32
95-th Percentile 36
Maximum 41
Range 55
IQR 8

Descriptive Statistics

Mean 27.6517
Standard Deviation 5.7747
Variance 33.3474
Sum 1.3558e+06
Skewness -1.64
Kurtosis 8.9918
Coefficient of Variation 0.2088
  • Sys 1 inverter 7 cabinet temp. is not normally distributed (p-value 5.682873623158222e-07)
  • Sys 1 inverter 7 cabinet temp. has 340 outliers

Sys 2 inverter 1 cabinet temp.

numerical

Approximate Distinct Count 44
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 29.1356
Minimum -14
Maximum 45
Zeros 166
Zeros (%) 0.3%
Negatives 161
Negatives (%) 0.3%
  • Sys 2 inverter 1 cabinet temp. is skewed left (γ1 = -1.875)

Quantile Statistics

Minimum -14
5-th Percentile 21
Q1 26
Median 30
Q3 33
95-th Percentile 37
Maximum 45
Range 59
IQR 7

Descriptive Statistics

Mean 29.1356
Standard Deviation 5.7028
Variance 32.5219
Sum 1.4286e+06
Skewness -1.875
Kurtosis 11.1392
Coefficient of Variation 0.1957
  • Sys 2 inverter 1 cabinet temp. is not normally distributed (p-value 5.39617792062248e-08)
  • Sys 2 inverter 1 cabinet temp. has 375 outliers

Sys 2 inverter 2 cabinet temp.

numerical

Approximate Distinct Count 44
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 28.8686
Minimum -14
Maximum 46
Zeros 165
Zeros (%) 0.3%
Negatives 158
Negatives (%) 0.3%
  • Sys 2 inverter 2 cabinet temp. is skewed left (γ1 = -1.8449)

Quantile Statistics

Minimum -14
5-th Percentile 21
Q1 25
Median 29
Q3 33
95-th Percentile 36
Maximum 46
Range 60
IQR 8

Descriptive Statistics

Mean 28.8686
Standard Deviation 5.6977
Variance 32.4639
Sum 1.4155e+06
Skewness -1.8449
Kurtosis 10.7516
Coefficient of Variation 0.1974
  • Sys 2 inverter 2 cabinet temp. is not normally distributed (p-value 7.616703255205506e-05)
  • Sys 2 inverter 2 cabinet temp. has 336 outliers

Sys 2 inverter 3 cabinet temp.

numerical

Approximate Distinct Count 43
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 27.8502
Minimum -14
Maximum 42
Zeros 166
Zeros (%) 0.3%
Negatives 158
Negatives (%) 0.3%
  • Sys 2 inverter 3 cabinet temp. is skewed left (γ1 = -1.5111)

Quantile Statistics

Minimum -14
5-th Percentile 20
Q1 24
Median 28
Q3 32
95-th Percentile 36
Maximum 42
Range 56
IQR 8

Descriptive Statistics

Mean 27.8502
Standard Deviation 5.833
Variance 34.0241
Sum 1.3655e+06
Skewness -1.5111
Kurtosis 8.5119
Coefficient of Variation 0.2094
  • Sys 2 inverter 3 cabinet temp. is not normally distributed (p-value 5.706379643994179e-06)
  • Sys 2 inverter 3 cabinet temp. has 333 outliers

Sys 2 inverter 4 cabinet temp.

numerical

Approximate Distinct Count 42
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 27.4259
Minimum -14
Maximum 41
Zeros 165
Zeros (%) 0.3%
Negatives 173
Negatives (%) 0.3%
  • Sys 2 inverter 4 cabinet temp. is skewed left (γ1 = -1.5694)

Quantile Statistics

Minimum -14
5-th Percentile 19
Q1 23
Median 28
Q3 32
95-th Percentile 35
Maximum 41
Range 55
IQR 9

Descriptive Statistics

Mean 27.4259
Standard Deviation 5.87
Variance 34.4568
Sum 1.3447e+06
Skewness -1.5694
Kurtosis 8.4556
Coefficient of Variation 0.214
  • Sys 2 inverter 4 cabinet temp. is not normally distributed (p-value 6.250494344212676e-06)
  • Sys 2 inverter 4 cabinet temp. has 343 outliers

Sys 2 inverter 5 cabinet temp.

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.0%
Missing 524
Missing (%) 1.1%
Memory Size 3431910
  • The largest value (-14.0) is over 296.16 times larger than the second largest value (0.0)

Length

Mean 4.9933
Standard Deviation 0.1158
Median 5
Minimum 3
Maximum 5

Sample

1st row -14.0
2nd row -14.0
3rd row -14.0
4th row -14.0
5th row -14.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 48867
Decimal Number 146931
  • The top 2 categories (-14.0, 0.0) take over 50.0%
  • The largest value (140) is over 296.16 times larger than the second largest value (00)

Sys 2 inverter 6 cabinet temp.

categorical

Approximate Distinct Count 1
Approximate Unique (%) 0.0%
Missing 524
Missing (%) 1.1%
Memory Size 3334176

Length

Mean 3
Standard Deviation 0
Median 3
Minimum 3
Maximum 3

Sample

1st row 0.0
2nd row 0.0
3rd row 0.0
4th row 0.0
5th row 0.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 98064
  • Sys 2 inverter 6 cabinet temp. has words of constant length

Sys 2 inverter 7 cabinet temp.

categorical

Approximate Distinct Count 3
Approximate Unique (%) 0.0%
Missing 524
Missing (%) 1.1%
Memory Size 3431900
  • The largest value (-50.0) is over 296.13 times larger than the second largest value (0.0)

Length

Mean 4.9931
Standard Deviation 0.1176
Median 5
Minimum 3
Maximum 5

Sample

1st row -50.0
2nd row -50.0
3rd row -50.0
4th row -50.0
5th row -50.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 48862
Decimal Number 146926
  • The top 2 categories (-50.0, 0.0) take over 50.0%
  • The largest value (500) is over 296.13 times larger than the second largest value (00)

Spinner temp.

numerical

Approximate Distinct Count 34
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 17.9109
Minimum 0
Maximum 38
Zeros 165
Zeros (%) 0.3%
Negatives 0
Negatives (%) 0.0%
  • Spinner temp. is skewed right (γ1 = 0.1943)

Quantile Statistics

Minimum 0
5-th Percentile 10
Q1 13
Median 18
Q3 22
95-th Percentile 27
Maximum 38
Range 38
IQR 9

Descriptive Statistics

Mean 17.9109
Standard Deviation 5.3504
Variance 28.6264
Sum 878205
Skewness 0.1943
Kurtosis -0.1181
Coefficient of Variation 0.2987
  • Spinner temp. is not normally distributed (p-value 0.005213030797935978)
  • Spinner temp. has 39 outliers

Front bearing temp.

numerical

Approximate Distinct Count 29
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 22.062
Minimum 0
Maximum 35
Zeros 165
Zeros (%) 0.3%
Negatives 0
Negatives (%) 0.0%
  • Front bearing temp. is skewed left (γ1 = -0.5578)

Quantile Statistics

Minimum 0
5-th Percentile 13
Q1 18
Median 22
Q3 26
95-th Percentile 29
Maximum 35
Range 35
IQR 8

Descriptive Statistics

Mean 22.062
Standard Deviation 4.9636
Variance 24.6373
Sum 1.0817e+06
Skewness -0.5578
Kurtosis 0.592
Coefficient of Variation 0.225
  • Front bearing temp. is not normally distributed (p-value 0.0067798912145145595)
  • Front bearing temp. has 165 outliers

Rear bearing temp.

numerical

Approximate Distinct Count 37
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 27.2904
Minimum 0
Maximum 43
Zeros 165
Zeros (%) 0.3%
Negatives 0
Negatives (%) 0.0%
  • Rear bearing temp. is skewed left (γ1 = -1.5835)

Quantile Statistics

Minimum 0
5-th Percentile 13
Q1 25
Median 28
Q3 31
95-th Percentile 33
Maximum 43
Range 43
IQR 6

Descriptive Statistics

Mean 27.2904
Standard Deviation 5.3211
Variance 28.3143
Sum 1.3381e+06
Skewness -1.5835
Kurtosis 3.85
Coefficient of Variation 0.195
  • Rear bearing temp. is not normally distributed (p-value 0.0008987609605086597)
  • Rear bearing temp. has 2714 outliers

Pitch cabinet blade A temp.

numerical

Approximate Distinct Count 41
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 33.9286
Minimum 0
Maximum 53
Zeros 165
Zeros (%) 0.3%
Negatives 0
Negatives (%) 0.0%
  • Pitch cabinet blade A temp. is skewed left (γ1 = -0.4347)

Quantile Statistics

Minimum 0
5-th Percentile 26
Q1 30
Median 34
Q3 38
95-th Percentile 43
Maximum 53
Range 53
IQR 8

Descriptive Statistics

Mean 33.9286
Standard Deviation 5.7797
Variance 33.4054
Sum 1.6636e+06
Skewness -0.4347
Kurtosis 3.073
Coefficient of Variation 0.1704
  • Pitch cabinet blade A temp. is not normally distributed (p-value 2.524324577666136e-06)
  • Pitch cabinet blade A temp. has 259 outliers

Pitch cabinet blade B temp.

numerical

Approximate Distinct Count 40
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 33.9041
Minimum 0
Maximum 52
Zeros 165
Zeros (%) 0.3%
Negatives 0
Negatives (%) 0.0%
  • Pitch cabinet blade B temp. is skewed left (γ1 = -0.4579)

Quantile Statistics

Minimum 0
5-th Percentile 26
Q1 30
Median 34
Q3 38
95-th Percentile 43
Maximum 52
Range 52
IQR 8

Descriptive Statistics

Mean 33.9041
Standard Deviation 5.6837
Variance 32.3043
Sum 1.6624e+06
Skewness -0.4579
Kurtosis 3.365
Coefficient of Variation 0.1676
  • Pitch cabinet blade B temp. is not normally distributed (p-value 0.003813836617786904)
  • Pitch cabinet blade B temp. has 265 outliers

Pitch cabinet blade C temp.

numerical

Approximate Distinct Count 40
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 33.1267
Minimum 0
Maximum 51
Zeros 165
Zeros (%) 0.3%
Negatives 0
Negatives (%) 0.0%
  • Pitch cabinet blade C temp. is skewed left (γ1 = -0.4507)

Quantile Statistics

Minimum 0
5-th Percentile 25
Q1 29
Median 33
Q3 37
95-th Percentile 42
Maximum 51
Range 51
IQR 8

Descriptive Statistics

Mean 33.1267
Standard Deviation 5.5899
Variance 31.2473
Sum 1.6243e+06
Skewness -0.4507
Kurtosis 3.3005
Coefficient of Variation 0.1687
  • Pitch cabinet blade C temp. is not normally distributed (p-value 0.00620841326425186)
  • Pitch cabinet blade C temp. has 263 outliers

Blade A temp.

categorical

Approximate Distinct Count 7
Approximate Unique (%) 0.0%
Missing 524
Missing (%) 1.1%
Memory Size 3431910
  • The largest value (166.0) is over 2.85 times larger than the second largest value (165.0)

Length

Mean 4.9933
Standard Deviation 0.1158
Median 5
Minimum 3
Maximum 5

Sample

1st row 166.0
2nd row 165.0
3rd row 166.0
4th row 166.0
5th row 166.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 195798
  • The top 2 categories (166.0, 165.0) take over 50.0%
  • The largest value (1660) is over 2.85 times larger than the second largest value (1650)

Blade B temp.

categorical

Approximate Distinct Count 5
Approximate Unique (%) 0.0%
Missing 524
Missing (%) 1.1%
Memory Size 3431910

Length

Mean 4.9933
Standard Deviation 0.1158
Median 5
Minimum 3
Maximum 5

Sample

1st row 166.0
2nd row 165.0
3rd row 166.0
4th row 166.0
5th row 166.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 195798
  • The top 2 categories (165.0, 166.0) take over 50.0%

Blade C temp.

categorical

Approximate Distinct Count 7
Approximate Unique (%) 0.0%
Missing 524
Missing (%) 1.1%
Memory Size 3431910
  • The largest value (166.0) is over 2.38 times larger than the second largest value (167.0)

Length

Mean 4.9933
Standard Deviation 0.1158
Median 5
Minimum 3
Maximum 5

Sample

1st row 166.0
2nd row 166.0
3rd row 166.0
4th row 166.0
5th row 166.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 195798
  • The top 2 categories (166.0, 167.0) take over 50.0%
  • The largest value (1660) is over 2.38 times larger than the second largest value (1670)

Rotor temp. 1

numerical

Approximate Distinct Count 117
Approximate Unique (%) 0.2%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 52.6566
Minimum 0
Maximum 125
Zeros 165
Zeros (%) 0.3%
Negatives 0
Negatives (%) 0.0%
  • Rotor temp. 1 is skewed right (γ1 = 1.124)

Quantile Statistics

Minimum 0
5-th Percentile 16
Q1 42
Median 48
Q3 56
95-th Percentile 106
Maximum 125
Range 125
IQR 14

Descriptive Statistics

Mean 52.6566
Standard Deviation 22.958
Variance 527.0707
Sum 2.5819e+06
Skewness 1.124
Kurtosis 1.4176
Coefficient of Variation 0.436
  • Rotor temp. 1 is not normally distributed (p-value 4.602164004231985e-11)
  • Rotor temp. 1 has 9571 outliers

Rotor temp. 2

numerical

Approximate Distinct Count 118
Approximate Unique (%) 0.2%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 52.7522
Minimum 0
Maximum 126
Zeros 165
Zeros (%) 0.3%
Negatives 0
Negatives (%) 0.0%
  • Rotor temp. 2 is skewed right (γ1 = 1.108)

Quantile Statistics

Minimum 0
5-th Percentile 16
Q1 42
Median 48
Q3 56
95-th Percentile 105
Maximum 126
Range 126
IQR 14

Descriptive Statistics

Mean 52.7522
Standard Deviation 22.7064
Variance 515.5787
Sum 2.5865e+06
Skewness 1.108
Kurtosis 1.4073
Coefficient of Variation 0.4304
  • Rotor temp. 2 is not normally distributed (p-value 7.1047442085589e-11)
  • Rotor temp. 2 has 9516 outliers

Stator temp. 1

numerical

Approximate Distinct Count 113
Approximate Unique (%) 0.2%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 60.8131
Minimum 0
Maximum 119
Zeros 165
Zeros (%) 0.3%
Negatives 0
Negatives (%) 0.0%
  • Stator temp. 1 is skewed right (γ1 = 0.0292)

Quantile Statistics

Minimum 0
5-th Percentile 16
Q1 45
Median 62
Q3 74
95-th Percentile 103
Maximum 119
Range 119
IQR 29

Descriptive Statistics

Mean 60.8131
Standard Deviation 23.7589
Variance 564.4839
Sum 2.9818e+06
Skewness 0.0292
Kurtosis -0.227
Coefficient of Variation 0.3907
  • Stator temp. 1 is not normally distributed (p-value 4.7457928626714513e-08)
  • Stator temp. 1 has 260 outliers

Stator temp. 2

numerical

Approximate Distinct Count 111
Approximate Unique (%) 0.2%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 60.3132
Minimum 0
Maximum 117
Zeros 165
Zeros (%) 0.3%
Negatives 0
Negatives (%) 0.0%
  • Stator temp. 2 is skewed right (γ1 = 0.0144)

Quantile Statistics

Minimum 0
5-th Percentile 16
Q1 45
Median 61
Q3 73
95-th Percentile 102
Maximum 117
Range 117
IQR 28

Descriptive Statistics

Mean 60.3132
Standard Deviation 23.536
Variance 553.9442
Sum 2.9573e+06
Skewness 0.01443
Kurtosis -0.2252
Coefficient of Variation 0.3902
  • Stator temp. 2 is not normally distributed (p-value 5.01895664887941e-09)
  • Stator temp. 2 has 318 outliers

Nacelle ambient temp. 1

numerical

Approximate Distinct Count 29
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 12.5126
Minimum 0
Maximum 28
Zeros 183
Zeros (%) 0.4%
Negatives 0
Negatives (%) 0.0%
  • Nacelle ambient temp. 1 is skewed left (γ1 = -0.0709)

Quantile Statistics

Minimum 0
5-th Percentile 5
Q1 9
Median 12
Q3 16
95-th Percentile 20
Maximum 28
Range 28
IQR 7

Descriptive Statistics

Mean 12.5126
Standard Deviation 4.7484
Variance 22.5472
Sum 613520
Skewness -0.0709
Kurtosis -0.5569
Coefficient of Variation 0.3795
  • Nacelle ambient temp. 1 is not normally distributed (p-value 0.008669529296234607)
  • Nacelle ambient temp. 1 has 24 outliers

Nacelle ambient temp. 2

numerical

Approximate Distinct Count 29
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 12.4327
Minimum 0
Maximum 28
Zeros 183
Zeros (%) 0.4%
Negatives 0
Negatives (%) 0.0%
  • Nacelle ambient temp. 2 is skewed left (γ1 = -0.0648)

Quantile Statistics

Minimum 0
5-th Percentile 5
Q1 9
Median 12
Q3 16
95-th Percentile 20
Maximum 28
Range 28
IQR 7

Descriptive Statistics

Mean 12.4327
Standard Deviation 4.7453
Variance 22.5175
Sum 609601
Skewness -0.06476
Kurtosis -0.5562
Coefficient of Variation 0.3817
  • Nacelle ambient temp. 2 is not normally distributed (p-value 0.009827397143535269)
  • Nacelle ambient temp. 2 has 21 outliers

Nacelle temp.

numerical

Approximate Distinct Count 31
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 16.3289
Minimum 0
Maximum 33
Zeros 165
Zeros (%) 0.3%
Negatives 0
Negatives (%) 0.0%
  • Nacelle temp. is skewed left (γ1 = -0.0059)

Quantile Statistics

Minimum 0
5-th Percentile 8
Q1 12
Median 16
Q3 20
95-th Percentile 24
Maximum 33
Range 33
IQR 8

Descriptive Statistics

Mean 16.3289
Standard Deviation 4.9873
Variance 24.8728
Sum 800637
Skewness -0.005914
Kurtosis -0.3715
Coefficient of Variation 0.3054
  • Nacelle temp. is not normally distributed (p-value 0.0036392743580732183)
  • Nacelle temp. has 5 outliers

Nacelle cabinet temp.

numerical

Approximate Distinct Count 32
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 19.8443
Minimum 0
Maximum 36
Zeros 165
Zeros (%) 0.3%
Negatives 0
Negatives (%) 0.0%
  • Nacelle cabinet temp. is skewed left (γ1 = -0.09)

Quantile Statistics

Minimum 0
5-th Percentile 12
Q1 16
Median 20
Q3 24
95-th Percentile 28
Maximum 36
Range 36
IQR 8

Descriptive Statistics

Mean 19.8443
Standard Deviation 5.2522
Variance 27.5854
Sum 973007
Skewness -0.09002
Kurtosis -0.1859
Coefficient of Variation 0.2647
  • Nacelle cabinet temp. is not normally distributed (p-value 0.0006363854009989186)
  • Nacelle cabinet temp. has 165 outliers

Main carrier temp.

numerical

Approximate Distinct Count 27
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 16.5534
Minimum 0
Maximum 29
Zeros 165
Zeros (%) 0.3%
Negatives 0
Negatives (%) 0.0%
  • Main carrier temp. is skewed left (γ1 = -0.2502)

Quantile Statistics

Minimum 0
5-th Percentile 9
Q1 13
Median 17
Q3 20
95-th Percentile 24
Maximum 29
Range 29
IQR 7

Descriptive Statistics

Mean 16.5534
Standard Deviation 4.7943
Variance 22.985
Sum 811644
Skewness -0.2502
Kurtosis -0.4968
Coefficient of Variation 0.2896
  • Main carrier temp. has 165 outliers

Rectifier cabinet temp.

numerical

Approximate Distinct Count 43
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 30.3361
Minimum 0
Maximum 49
Zeros 165
Zeros (%) 0.3%
Negatives 0
Negatives (%) 0.0%
  • Rectifier cabinet temp. is skewed left (γ1 = -0.2922)

Quantile Statistics

Minimum 0
5-th Percentile 22
Q1 26
Median 30
Q3 34
95-th Percentile 39
Maximum 49
Range 49
IQR 8

Descriptive Statistics

Mean 30.3361
Standard Deviation 5.6234
Variance 31.6225
Sum 1.4874e+06
Skewness -0.2922
Kurtosis 2.0464
Coefficient of Variation 0.1854
  • Rectifier cabinet temp. has 248 outliers

Yaw inverter cabinet temp.

numerical

Approximate Distinct Count 31
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 24.3206
Minimum 0
Maximum 38
Zeros 165
Zeros (%) 0.3%
Negatives 0
Negatives (%) 0.0%
  • Yaw inverter cabinet temp. is skewed left (γ1 = -0.3302)

Quantile Statistics

Minimum 0
5-th Percentile 17
Q1 20
Median 24
Q3 28
95-th Percentile 32
Maximum 38
Range 38
IQR 8

Descriptive Statistics

Mean 24.3206
Standard Deviation 4.918
Variance 24.1864
Sum 1.1925e+06
Skewness -0.3302
Kurtosis 0.9246
Coefficient of Variation 0.2022
  • Yaw inverter cabinet temp. is not normally distributed (p-value 0.0077897760966673096)
  • Yaw inverter cabinet temp. has 165 outliers

Fan inverter cabinet temp.

numerical

Approximate Distinct Count 36
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 28.8026
Minimum 0
Maximum 44
Zeros 165
Zeros (%) 0.3%
Negatives 0
Negatives (%) 0.0%
  • Fan inverter cabinet temp. is skewed left (γ1 = -0.4489)

Quantile Statistics

Minimum 0
5-th Percentile 21
Q1 25
Median 29
Q3 33
95-th Percentile 37
Maximum 44
Range 44
IQR 8

Descriptive Statistics

Mean 28.8026
Standard Deviation 5.1848
Variance 26.8821
Sum 1.4123e+06
Skewness -0.4489
Kurtosis 2.0419
Coefficient of Variation 0.18
  • Fan inverter cabinet temp. is not normally distributed (p-value 0.009315089845562343)
  • Fan inverter cabinet temp. has 169 outliers

Ambient temp.

numerical

Approximate Distinct Count 36
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 13.3804
Minimum 0
Maximum 35
Zeros 169
Zeros (%) 0.3%
Negatives 0
Negatives (%) 0.0%
  • Ambient temp. is skewed left (γ1 = -0.0203)

Quantile Statistics

Minimum 0
5-th Percentile 5
Q1 9
Median 13
Q3 17
95-th Percentile 21
Maximum 35
Range 35
IQR 8

Descriptive Statistics

Mean 13.3804
Standard Deviation 5.246
Variance 27.5209
Sum 656069
Skewness -0.0203
Kurtosis -0.5174
Coefficient of Variation 0.3921
  • Ambient temp. is not normally distributed (p-value 0.0047055908437425515)
  • Ambient temp. has 46 outliers

Tower temp.

numerical

Approximate Distinct Count 32
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 23.1168
Minimum 0
Maximum 36
Zeros 165
Zeros (%) 0.3%
Negatives 0
Negatives (%) 0.0%
  • Tower temp. is skewed left (γ1 = -0.5301)

Quantile Statistics

Minimum 0
5-th Percentile 11
Q1 19
Median 24
Q3 28
95-th Percentile 32
Maximum 36
Range 36
IQR 9

Descriptive Statistics

Mean 23.1168
Standard Deviation 6.3605
Variance 40.4564
Sum 1.1335e+06
Skewness -0.5301
Kurtosis -0.1349
Coefficient of Variation 0.2751
  • Tower temp. has 165 outliers

Control cabinet temp.

numerical

Approximate Distinct Count 39
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 31.7672
Minimum 0
Maximum 45
Zeros 165
Zeros (%) 0.3%
Negatives 0
Negatives (%) 0.0%
  • Control cabinet temp. is skewed left (γ1 = -0.759)

Quantile Statistics

Minimum 0
5-th Percentile 21
Q1 27
Median 33
Q3 36
95-th Percentile 41
Maximum 45
Range 45
IQR 9

Descriptive Statistics

Mean 31.7672
Standard Deviation 6.3819
Variance 40.7282
Sum 1.5576e+06
Skewness -0.759
Kurtosis 1.1752
Coefficient of Variation 0.2009
  • Control cabinet temp. has 172 outliers

Transformer temp.

numerical

Approximate Distinct Count 59
Approximate Unique (%) 0.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 43.9947
Minimum -19
Maximum 71
Zeros 165
Zeros (%) 0.3%
Negatives 1
Negatives (%) 0.0%
  • Transformer temp. is skewed right (γ1 = 0.4624)

Quantile Statistics

Minimum -19
5-th Percentile 30
Q1 37
Median 43
Q3 48
95-th Percentile 66
Maximum 71
Range 90
IQR 11

Descriptive Statistics

Mean 43.9947
Standard Deviation 10.4065
Variance 108.295
Sum 2.1571e+06
Skewness 0.4624
Kurtosis 0.9
Coefficient of Variation 0.2365
  • Transformer temp. is not normally distributed (p-value 5.0958400105448206e-06)
  • Transformer temp. has 3550 outliers

RTU: ava. Setpoint 1

numerical

Approximate Distinct Count 294
Approximate Unique (%) 0.6%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 2988.6344
Minimum 0
Maximum 3050
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • RTU: ava. Setpoint 1 is skewed left (γ1 = -2.5557)

Quantile Statistics

Minimum 0
5-th Percentile 2501
Q1 3050
Median 3050
Q3 3050
95-th Percentile 3050
Maximum 3050
Range 3050
IQR 0

Descriptive Statistics

Mean 2988.6344
Standard Deviation 172.0668
Variance 29606.9929
Sum 1.4654e+08
Skewness -2.5557
Kurtosis 5.9081
Coefficient of Variation 0.05757
  • RTU: ava. Setpoint 1 is not normally distributed (p-value 9.225300011984136e-25)
  • RTU: ava. Setpoint 1 has 6003 outliers

Inverter averages

numerical

Approximate Distinct Count 337
Approximate Unique (%) 0.7%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 27.8292
Minimum -14
Maximum 42.5455
Zeros 165
Zeros (%) 0.3%
Negatives 162
Negatives (%) 0.3%
  • Inverter averages is skewed left (γ1 = -1.8175)

Quantile Statistics

Minimum -14
5-th Percentile 19.7273
Q1 24.3636
Median 28.4545
Q3 31.8182
95-th Percentile 35
Maximum 42.5455
Range 56.5455
IQR 7.4545

Descriptive Statistics

Mean 27.8292
Standard Deviation 5.5961
Variance 31.3162
Sum 1.3645e+06
Skewness -1.8175
Kurtosis 10.3695
Coefficient of Variation 0.2011
  • Inverter averages is not normally distributed (p-value 0.004687105478797277)
  • Inverter averages has 344 outliers

Inverter std dev

numerical

Approximate Distinct Count 1047
Approximate Unique (%) 2.1%
Missing 524
Missing (%) 1.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 784512
Mean 1.8557
Minimum 0
Maximum 23.5129
Zeros 317
Zeros (%) 0.6%
Negatives 0
Negatives (%) 0.0%
  • Inverter std dev is skewed right (γ1 = 9.7503)

Quantile Statistics

Minimum 0
5-th Percentile 0.8944
Q1 1.206
Median 1.5667
Q3 2.3703
95-th Percentile 3.2946
Maximum 23.5129
Range 23.5129
IQR 1.1642

Descriptive Statistics

Mean 1.8557
Standard Deviation 1.2699
Variance 1.6126
Sum 90990.3598
Skewness 9.7503
Kurtosis 151.9183
Coefficient of Variation 0.6843
  • Inverter std dev is not normally distributed (p-value 3.3208589010532073e-15)
  • Inverter std dev has 155 outliers

Interactions

Correlations

Missing Values